BR112014016768A2 - method and device for generating a super resolution version of a low resolution input data structure - Google Patents
method and device for generating a super resolution version of a low resolution input data structureInfo
- Publication number
- BR112014016768A2 BR112014016768A2 BR112014016768A BR112014016768A BR112014016768A2 BR 112014016768 A2 BR112014016768 A2 BR 112014016768A2 BR 112014016768 A BR112014016768 A BR 112014016768A BR 112014016768 A BR112014016768 A BR 112014016768A BR 112014016768 A2 BR112014016768 A2 BR 112014016768A2
- Authority
- BR
- Brazil
- Prior art keywords
- resolution
- low
- image
- super
- low resolution
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 4
- 238000009825 accumulation Methods 0.000 abstract 1
- 230000002708 enhancing effect Effects 0.000 abstract 1
- 238000001914 filtration Methods 0.000 abstract 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/70—Denoising; Smoothing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
- G06T3/4053—Scaling of whole images or parts thereof, e.g. expanding or contracting based on super-resolution, i.e. the output image resolution being higher than the sensor resolution
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/73—Deblurring; Sharpening
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Image Processing (AREA)
- Editing Of Facsimile Originals (AREA)
Abstract
resumo "método e dispositivo para a geração de uma versão de super resolução de uma estrutura de dados de entrada de baixa resolução" a presente invenção se refere ao aperfeiçoamento da resolução de sinais multi dimensionais regularmente amostrados, em que um único sinal de baixa resolução está disponível. estes métodos são genericamente referidos como uma super resolução baseada em exemplo ou a uma super resolução de imagem única. o método para a super resolução de uma imagem única compreende três estágios. primeiramente, um escalonamento baseado em interpolação da imagem de entrada é realizado, seguido de uma operação de filtragem passa baixa equivalente sobre a imagem de baixa resolução. o segundo estágio compreende uma pesquisa para correspondências de baixa frequência entre um patch inspecionado na imagem de alta resolução e os patches em uma vizinhança local na imagem de baixa frequência e baixa resolução, incluindo os patches parcialmente sobrepostos, e o acúmulo da contribuição de alta frequência obtida a partir da imagem de baixa resolução. o terceiro estágio compreende a adição das contribuições da banda de baixa frequência da imagem de alta resolução e da banda de alta frequência extrapolada.Summary "Method and Device for Generating a Super Resolution Version of a Low Resolution Input Data Structure" The present invention relates to enhancing the resolution of regularly sampled multi-dimensional signals, wherein a single low resolution signal is available. These methods are generally referred to as an example based super resolution or a single image super resolution. The method for super resolution of a single image comprises three stages. First, a scaling based on input image interpolation is performed, followed by an equivalent low pass filtering operation over the low resolution image. The second stage comprises a search for low frequency matches between a patch inspected on the high resolution image and patches in a local neighborhood on the low frequency and low resolution image, including partially overlapping patches, and the accumulation of the high frequency contribution. obtained from the low resolution image. The third stage comprises the addition of the low frequency band contributions of the high resolution image and the extrapolated high frequency band.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP12305046.0A EP2615579A1 (en) | 2012-01-12 | 2012-01-12 | Method and device for generating a super-resolution version of a low resolution input data structure |
PCT/EP2013/050466 WO2013104747A1 (en) | 2012-01-12 | 2013-01-11 | Method and device for generating a super-resolution version of a low resolution input data structure |
Publications (2)
Publication Number | Publication Date |
---|---|
BR112014016768A2 true BR112014016768A2 (en) | 2017-06-13 |
BR112014016768A8 BR112014016768A8 (en) | 2017-07-04 |
Family
ID=47553088
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
BR112014016768A BR112014016768A8 (en) | 2012-01-12 | 2013-01-11 | method and device for generating a super resolution version of a low resolution input data structure |
Country Status (9)
Country | Link |
---|---|
US (1) | US9245326B2 (en) |
EP (2) | EP2615579A1 (en) |
JP (1) | JP2015507273A (en) |
KR (1) | KR20140116406A (en) |
CN (1) | CN104137143A (en) |
AU (1) | AU2013208922A1 (en) |
BR (1) | BR112014016768A8 (en) |
HK (1) | HK1204126A1 (en) |
WO (1) | WO2013104747A1 (en) |
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JP6085620B2 (en) * | 2012-03-05 | 2017-02-22 | トムソン ライセンシングThomson Licensing | Method, system and apparatus for super-resolution processing |
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KR20140086632A (en) * | 2012-12-28 | 2014-07-08 | 삼성디스플레이 주식회사 | Image processing device and display device having them |
EP2967300A4 (en) | 2013-03-15 | 2016-11-23 | Olive Medical Corp | Controlling the integral light energy of a laser pulse |
US10251530B2 (en) | 2013-03-15 | 2019-04-09 | DePuy Synthes Products, Inc. | Scope sensing in a light controlled environment |
JP2016519591A (en) * | 2013-03-15 | 2016-07-07 | オリーブ・メディカル・コーポレイションOlive Medical Corporation | Super-resolution and color motion artifact correction in pulse color imaging system |
WO2015115168A1 (en) * | 2014-01-28 | 2015-08-06 | シャープ株式会社 | Image processing device |
US9734558B2 (en) * | 2014-03-20 | 2017-08-15 | Mitsubishi Electric Research Laboratories, Inc. | Method for generating high-resolution images using regression patterns |
CN114191114A (en) | 2014-03-21 | 2022-03-18 | 德普伊新特斯产品公司 | Card edge connector for imaging sensor |
KR101651741B1 (en) * | 2014-09-30 | 2016-08-26 | 한국전자통신연구원 | High resolution image generation apparatus and method for each region of the sharpened image |
CN104580931A (en) * | 2015-01-22 | 2015-04-29 | 成都索贝数码科技股份有限公司 | Image and video super-resolution magnification system and method |
KR102272108B1 (en) * | 2015-02-27 | 2021-07-05 | 삼성전자주식회사 | Image processing apparatus and method |
CN105072373B (en) * | 2015-08-28 | 2018-03-27 | 中国科学院自动化研究所 | Video super-resolution method and system based on bidirectional circulating convolutional network |
CN105405106A (en) * | 2015-10-22 | 2016-03-16 | 华南农业大学 | Single-image super-resolution reconstruction method |
EP3166070B1 (en) * | 2015-11-09 | 2021-01-06 | InterDigital CE Patent Holdings | Method for upscaling noisy images, and apparatus for upscaling noisy images |
US10282831B2 (en) * | 2015-12-28 | 2019-05-07 | Novatek Microelectronics Corp. | Method and apparatus for motion compensated noise reduction |
WO2017124036A1 (en) * | 2016-01-16 | 2017-07-20 | Flir Systems, Inc. | Systems and methods for image super-resolution using iterative collaborative filtering |
EP3452983A4 (en) * | 2016-05-04 | 2019-04-10 | Tel HaShomer Medical Research Infrastructure and Services Ltd. | Method and system for providing a locally-consistent enhancement of a low-quality image |
TW201742001A (en) * | 2016-05-30 | 2017-12-01 | 聯詠科技股份有限公司 | Method and device for image noise estimation and image capture apparatus |
KR101795271B1 (en) | 2016-06-10 | 2017-11-07 | 현대자동차주식회사 | Image Processing Apparatus and Method for Performing Pre-process for Clean Image |
KR102580519B1 (en) * | 2016-09-07 | 2023-09-21 | 삼성전자주식회사 | Image processing apparatus and recording media |
US10621446B2 (en) * | 2016-12-22 | 2020-04-14 | Texas Instruments Incorporated | Handling perspective magnification in optical flow processing |
US10204428B2 (en) | 2017-02-02 | 2019-02-12 | Muhannad Salem S. ALMUTIRY | Systems and method for reconstructing 3D radio frequency tomographic images |
KR20180097342A (en) * | 2017-02-23 | 2018-08-31 | 한국전자통신연구원 | Method and apparatus for sharpening super resolution image with minimum image artifacts |
KR102351083B1 (en) * | 2017-08-30 | 2022-01-13 | 삼성전자주식회사 | Display apparatus and image processing method thereof |
CN107680043B (en) * | 2017-09-29 | 2020-09-22 | 杭州电子科技大学 | Single image super-resolution output method based on graph model |
US11004178B2 (en) | 2018-03-01 | 2021-05-11 | Nvidia Corporation | Enhancing high-resolution images with data from low-resolution images |
CN109949221B (en) * | 2019-01-30 | 2022-05-17 | 深圳大学 | Image processing method and electronic equipment |
KR20210017185A (en) * | 2019-08-07 | 2021-02-17 | 한국전자통신연구원 | Method and apparatus for removing compressed poisson noise of an image based on deep neural network |
CN111666896A (en) * | 2020-06-09 | 2020-09-15 | 中国科学院地理科学与资源研究所 | Remote sensing image space-time fusion method based on linear fusion model |
CN111667410B (en) * | 2020-06-10 | 2021-09-14 | 腾讯科技(深圳)有限公司 | Image resolution improving method and device and electronic equipment |
CN113449784B (en) * | 2021-06-18 | 2024-04-05 | 宜通世纪科技股份有限公司 | Image multi-classification method, device, equipment and medium based on priori attribute map |
CN113592713A (en) * | 2021-08-02 | 2021-11-02 | 哈尔滨理工大学 | Historical relic image super-resolution method based on generation countermeasure network |
US20230262259A1 (en) * | 2022-02-14 | 2023-08-17 | Microsoft Technology Licensing, Llc | Unified Space-Time Interpolation of Video Information |
US20230298212A1 (en) * | 2022-03-17 | 2023-09-21 | Advanced Micro Devices, Inc. | Locking mechanism for image classification |
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JP5076755B2 (en) * | 2007-09-07 | 2012-11-21 | ソニー株式会社 | Image processing apparatus, image processing method, and computer program |
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KR101590765B1 (en) * | 2009-07-21 | 2016-02-19 | 삼성전자주식회사 | Method and apparatus for obtaining high resolution image based on multi-band synthesis filters |
KR20110065089A (en) | 2009-12-09 | 2011-06-15 | 삼성전자주식회사 | Method and apparatus for encoding video, and method and apparatus for decoding video |
KR20130001213A (en) * | 2010-01-28 | 2013-01-03 | 이섬 리서치 디벨러프먼트 컴파니 오브 더 히브루 유니버시티 오브 예루살렘 엘티디. | Method and system for generating an output image of increased pixel resolution from an input image |
JP5706177B2 (en) | 2010-02-09 | 2015-04-22 | パナソニック インテレクチュアル プロパティ コーポレーション オブアメリカPanasonic Intellectual Property Corporation of America | Super-resolution processing apparatus and super-resolution processing method |
-
2012
- 2012-01-12 EP EP12305046.0A patent/EP2615579A1/en not_active Withdrawn
-
2013
- 2013-01-11 CN CN201380010408.0A patent/CN104137143A/en active Pending
- 2013-01-11 KR KR1020147019119A patent/KR20140116406A/en not_active Application Discontinuation
- 2013-01-11 JP JP2014551624A patent/JP2015507273A/en active Pending
- 2013-01-11 US US14/371,178 patent/US9245326B2/en active Active
- 2013-01-11 WO PCT/EP2013/050466 patent/WO2013104747A1/en active Application Filing
- 2013-01-11 BR BR112014016768A patent/BR112014016768A8/en active Search and Examination
- 2013-01-11 AU AU2013208922A patent/AU2013208922A1/en not_active Abandoned
- 2013-01-11 EP EP13700174.9A patent/EP2803036B1/en active Active
-
2015
- 2015-05-14 HK HK15104583.8A patent/HK1204126A1/en not_active IP Right Cessation
Also Published As
Publication number | Publication date |
---|---|
EP2803036B1 (en) | 2015-11-04 |
WO2013104747A1 (en) | 2013-07-18 |
JP2015507273A (en) | 2015-03-05 |
US9245326B2 (en) | 2016-01-26 |
CN104137143A (en) | 2014-11-05 |
KR20140116406A (en) | 2014-10-02 |
HK1204126A1 (en) | 2015-11-06 |
EP2803036A1 (en) | 2014-11-19 |
EP2615579A1 (en) | 2013-07-17 |
US20150023611A1 (en) | 2015-01-22 |
AU2013208922A1 (en) | 2014-07-24 |
BR112014016768A8 (en) | 2017-07-04 |
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Owner name: INTERDIGITAL CE PATENT HOLDINGS (FR) |
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